While existing work has considered whether columns contain values that come from the same domain [1]}, [2]} as well as (binary) relationship semantics between columns [3]}, there are still plenty of opportunities to further improve the performance.
One important issue is to learn sufficient contextual information between columns in tables so as to determine the unionability.
This point can be illustrated in the following motivation example.
